🎉 Welcome to my Kaggle adventure! 🎉 This is where I unleash my inner data wizard and tackle exciting competitions.
- 🧠 Learning playground: Kaggle challenges keep my skills sharp and my mind expanding.
- 🧪 Experimentation zone: I get to try out the latest algorithms and techniques.
- 🤝 Collaboration hub: Sometimes, I team up with fellow data enthusiasts to conquer challenges.
- 🚀 Competition arena: The thrill of the leaderboard pushes me to be my best.
/competitions/: Each competition gets its own folder, making it easy to find my solutions./titanic/: My Titanic survival prediction adventure.main_notebook.ipynb: Data exploration, feature engineering, model building, and submission magic.final_submission.csv: My Titanic prediction.
/housing-prices/: My journey into predicting housing prices.main_notebook.ipynb: All the analysis and modeling for this competition.final_submission.csv: My house price predictions.
- (and more competition folders as you add them!)
/utils/: Handy tools and scripts to help me on my Kaggle quests.
The Kaggle API is my data sidekick. It lets me:
- ⚡ Download competition data in a flash.
- 📤 Submit predictions without leaving my coding comfort zone.
- 📈 Keep tabs on my leaderboard performance.
- 📥 Clone:
git clone https://github.com/gkhanelbistan/kaggle-competitions.git - 🛠️ Install:
pip install -r requirements.txt(Don't forget the Kaggle API!) - 🔍 Explore: Dive into the competition folders and see how I tackle each challenge.
- 🧙♂️ These are my personal solutions. They might not always be perfect, but they're how I learn and grow.
- 🤫 Private competition solutions are kept under wraps (a wizard never reveals all their secrets).
Let's Kaggle together! 🎊